{"id":"W3092875725","doi":"10.21203/rs.3.rs-99735/v1","title":"Prone Positioning of Non-intubated Patients with COVID-19 - A Systematic Review and Meta-analysis","year":2020,"lang":"en","type":"review","venue":"Research Square (Research Square)","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Meta-analysis; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; MEDLINE; Betacoronavirus; Internal medicine; Virology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00681165,0.002003315,0.0144502,0.003414165,0.0004547468,0.002543502,0.001433027,0.002050275,0.002915911],"category_scores_gemma":[0.02129638,0.001305418,0.02433935,0.004913869,0.0006067823,0.001410896,0.001083001,0.001446046,0.0002319587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001912962,"about_ca_system_score_gemma":0.002608062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007347096,"about_ca_topic_score_gemma":0.01484076,"domain_scores_codex":[0.9953597,0.002123516,0.001326298,0.0005381104,0.0004675451,0.0001847908],"domain_scores_gemma":[0.9898801,0.006633888,0.002359653,0.0002661778,0.0006627596,0.0001974203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003966848,0.00005189959,0.006126565,0.4940501,0.4803717,0.0001832766,0.00009269537,0.000438647,0.0002767064,0.00009834029,0.000740362,0.01360269],"study_design_scores_gemma":[0.001225071,0.0004997175,0.009391788,0.04418058,0.9421425,0.0001440841,0.00007958945,0.0001998011,0.000155854,0.0001492988,0.00179707,0.00003461568],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008929835,0.9896511,0.0002574493,0.0001553653,0.0001391127,0.000255505,0.0003927352,0.0000137331,0.0002051547],"genre_scores_gemma":[0.2242311,0.7714441,0.001354457,0.0009246197,0.0002377126,0.0008936954,0.0006184458,0.00001939664,0.0002764189],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0144502,"threshold_uncertainty_score":0.03602386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2441950189670111,"score_gpt":0.4976460620369015,"score_spread":0.2534510430698904,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}